Algorithms for synthesis of adaptive control systems based on the neural network approach

Jasur Sevinov, Oxunjon Boborayimov, Sh.M. Abdishukurov

Кимёвий технология. Назорат ва бошқарув · 2023-yil

Annotatsiya

Here are algorithms for the synthesis of adaptive control systems based on the neural network approach presented. The issues of choice of architectures of neural networks that produce parametric identification of the object regulation. Adaptative neural networks that reproduce the optimal parameters of implemented controllers, methods of forming training samples for their training are considered. The other question of using the theory of artificial neural networks for approximating the functional of the controller's tuning parameters are determined. Structures of synthesized neural networks of parametric identification of objects with self-alignment in an open loop ACS are proposed. Algorithms made it possible to effectively solve the problems of adaptive systems synthesis based on the neural network approach in control systems of technological processes.

Maqola ma’lumotlari
MualliflarJasur Sevinov, Oxunjon Boborayimov, Sh.M. Abdishukurov
JurnalКимёвий технология. Назорат ва бошқарув
NashriyotТошкент давлат техника университети, «Ўзқурилишматериаллар» ДАК, «Ўзкимёсаноат» ДАК, «Совпластитал» ҚҚ, Ўзбекистон Интеллектуал мулк агентлиги
ISSN2181-1105, 1815-4840
Nashr sanasi2023-08-31
Jild2023
Son4
Betlar69-79
TilIngliz
Ilmiy sohaTexnika
DOI10.59048/2181-1105.1489
Indeksga qo‘shilgan2026-09-02

DOI: 10.59048/2181-1105.1489 · Maqolaning asl sahifasi · PDF

Ilmiy soha

Texnika

Iqtibos keltirish

APAJasur Sevinov, Oxunjon Boborayimov, & Sh.M. Abdishukurov (2023). ALGORITHMS FOR SYNTHESIS OF ADAPTIVE CONTROL SYSTEMS BASED ON THE NEURAL NETWORK APPROACH. Кимёвий технология. Назорат ва бошқарув, 2023(4), 69-79. https://doi.org/10.59048/2181-1105.1489
GOST (OAK)Jasur Sevinov, Oxunjon Boborayimov, Sh.M. Abdishukurov ALGORITHMS FOR SYNTHESIS OF ADAPTIVE CONTROL SYSTEMS BASED ON THE NEURAL NETWORK APPROACH // Кимёвий технология. Назорат ва бошқарув. – 2023. – T. 2023, № 4. – P. 69-79. – DOI: 10.59048/2181-1105.1489.
MLAJasur Sevinov, Oxunjon Boborayimov, and Sh.M. Abdishukurov. “ALGORITHMS FOR SYNTHESIS OF ADAPTIVE CONTROL SYSTEMS BASED ON THE NEURAL NETWORK APPROACH.” Кимёвий технология. Назорат ва бошқарув, 2023(4), 69-79, 2023. https://doi.org/10.59048/2181-1105.1489
ChicagoJasur Sevinov, Oxunjon Boborayimov, and Sh.M. Abdishukurov. “ALGORITHMS FOR SYNTHESIS OF ADAPTIVE CONTROL SYSTEMS BASED ON THE NEURAL NETWORK APPROACH.” Кимёвий технология. Назорат ва бошқарув, 2023(4), 69-79 (2023). https://doi.org/10.59048/2181-1105.1489
HarvardJasur Sevinov, Oxunjon Boborayimov, and Sh.M. Abdishukurov (2023) ‘ALGORITHMS FOR SYNTHESIS OF ADAPTIVE CONTROL SYSTEMS BASED ON THE NEURAL NETWORK APPROACH’, Кимёвий технология. Назорат ва бошқарув, 2023(4), 69-79. https://doi.org/10.59048/2181-1105.1489
BibTeX
@article{jasursevinov2023,
  title = {ALGORITHMS FOR SYNTHESIS OF ADAPTIVE CONTROL SYSTEMS BASED ON THE NEURAL NETWORK APPROACH},
  author = {Jasur Sevinov and Oxunjon Boborayimov and Sh.M. Abdishukurov},
  journal = {Кимёвий технология. Назорат ва бошқарув},
  year = {2023},
  volume = {2023},
  number = {4},
  pages = {69-79},
  doi = {10.59048/2181-1105.1489},
  url = {https://doi.org/10.59048/2181-1105.1489}
}

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